Evaluating Large Language Model Outputs: A Practical Guide
Completed by Benjamin Nelson
October 14, 2024
2 hours (approximately)
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What you will learn
Identify the fundamentals of Large Language Models, including current evaluation methods and access to Vertex AI's evaluation models.
Apply hands-on knowledge of using Vertex AI's Automatic Metrics and AutoSxS for LLM evaluation.
Evaluate upcoming trends in generative AI evaluation, encompassing text, image, and audio models, and the importance of human evaluation.
Skills you will gain
- Category: Data Ethics
- Category: Google Cloud Platform
- Category: Model Optimization
- Category: Image Quality
- Category: Model Evaluation
- Category: Generative AI
- Category: Quality Assessment
- Category: AI literacy
- Category: Large Language Modeling
- Category: Responsible AI
- Category: LLM Application
- Category: Human Factors
